README.md

metadata

language:
  - da
tags:
  - Hatespeech
  - Danish
  - BERT
license: mit
datasets:
  - DKHate - OffensEval2020
Classes:
  - Hateful
  - Not Hateful

DKbert-hatespeech-classification

Use this model to detect hatespeech in Danish. For details, guide and command line tool see DK hate github

Training data

Training data is from OffensEval2020 which can be found here

Performance

The model achieves a macro F1-score of 0.78

Precision hateful: 0.77

Recall hateful: 0.49

See more on DK hate github

Training procedure

• BOTXO Nordic Bert
• Learning rate: 1e-5,
• Batch size: 16
• Max sequence length: 128

Project information

This model was made in collaboration between Johan Horsmans and Gustav Aarup Lauridsen for their Cultural Data Science Exam.